REVIEW OF LITERATURE - Shodhgangashodhganga.inflibnet.ac.in/bitstream/10603/893/9/09_chapter...
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CHAPTER I1
REVIEW OF LITERATURE
This chapter reviews various empirical studies related to the linkages
between the stock prices and the exchange rates. This review has been divided
into two sections. The first section deals with studies related to empirical
validity of market integration hypothesis with reference to foreign exchange
market and stock market and inter-relationship between the two at the
international level. The second classification deals with studies pertaining to
the validity of market integration hypothesis in foreign exchange market and
stock market and inter-relationship between the two at the national level. This
classification is done to examine the various empirical issues of the relation
between foreign exchange rates and stock prices. This classification again
helps us to find the studies which are giving conflicting results, and also to
identifying the gap with special reference to India. Besides, the studies which
are giving conflicting results and have not received due importance should be
considered for further empirical research. With these objectives in mind the
empirical studies have been discussed below:
International-level Studies
Eur and Resnick (1988) tried to develop ex ante portfolio selection
strategies to realize potential gains from international diversification under
flexible exchange rates. For the empirical analysis the Morgan Stanley Capital
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lntemational Perspective daily stock index values for the United States and the
other six countries were adopted. The stock indices of United States, Canada,
France, Germany, Japan, Switzerland, and the U.K. were value weighted and
it was a representative of a domestic stock index fund. The data series were
provided in both the United States and the local currencies for the period from
December 3 1, 1979, through December 10, 1985. Methods such as correlation,
variance and covariance have also been employed to know the changes in
stock market across the countries
The analysis reveals that exchange rate uncertainty is a largely non-
diversifiable factor adversely affecting the performance of international
portfolios. The authors have suggested two methods such as multi-currency
diversification and hedging via forward exchange contracts for reducing the
exchange rate risks.
Ma and Kao (1990) examined the stock price reactions to the
exchange rate changes. The authors have studied the case of six developed
countries namely United Kingdom, Canada, France, West Germany, Italy and
Japan. Monthly stock indices and monthly exchange rates arc gathered from
the Exchange Rates and Interest Rates Tape Provided by the Federal Reserve.
The sample period was from January 1973 to December 1983, and a two
factor model was adopted for the empirical analysis.
The paper demonstrates two possible impacts of changes in a country's
currency value on stock price movements. Firstly, the financial effects of
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exchange rate changes on the transaction exposure. Secondly, the economic
effect from exchange rate changes suggests that, for an export-dominant
country, the currency appreciation reduces the competitiveness of export
markets and has a negative effect on the domestic stock market. On the other
hand for an import dominated country, the currency appreciation will lower
import costs and generate a positive impact on the stock market.
Jorion (1991) examined the pricing of exchange rate risk in the United
States (US) stock market, by using two-factor and multi-factor arbitrage
pricing models. For the purpose of empirical analysis, monthly data are
collected for a period ranging from January 1971 to December 1987. The data
on the trade-weighted exchange rate is derived from the weights in the
Multilateral Exchange Rata Model (MERM) computed by the International
Monetary Fund (IMF). Monthly data on the Stock market return are collected
from the University of Chicago's Centre for Research in Security Prices
(CRSP) database. An ordinary least squares (OLS) regression method was
employed for examining the objective.
The study reveals that United States (US) industries display significant
cross-sectional differences in their exposure to movements in the dollar.
However, the empirical results do not suggest that exchange rate risk is priced
in the stock market. The conditional risk premium attached to foreign
currency exposure appears to be small and never significant.
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Bartov and Bodnar (1994) re-examined the anticipated changes in the
dollar and equity value. The period of study ranges from the fiscal year 1978
and runs through the fiscal year 1989. The authors have used the
COMPUSTAT Merged-Expanded Annual Industrial File and Full Coverage
File for fums that reported significant foreign currency gains or losses on their
annual financial statements. The data on stock prices were collected either the
Centre for Research in Security Prices (CRSP) New York Stock Exchange
(NYSE)lAmerican Stock Exchange (AMEX) Daily Return File or the National
Association of Security Dealers Automated Quotation (NASDAQ) Daily or
Master Files.
The results of the study show that contemporaneous changes in the
dollar have little power in explaining abnormal stock return. This finding is
consistent with the failure of prior research to document a contemporaneous
relation between dollar fluctuations and fum value and suggests that problems
with sample selection technique are not a complete explanation for their
failure.
Choi and Prasad (1995) estimated a model of firm valuation to examine
the exchange risk sensitivity of firm value. For the empirical analysis monthly
time-series of stock returns were obtained from the University of Chicago
Centre for Research in Security Prices (CRSP) tapes and COMPUSTAT
htabase. The period of study was from January 1978 to December 1989. The
nominal exchange rate variable was the United States (US) dollar value of one
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unit of foreign currency, where foreign cumncy was the multilateral trade-
weighted basket of ten major currencies as published in the Federal Reserve
Bulletin. The o r d i i least squares (OLS) and the generalized least squares
(GLS) methods were employed for examining the objective of the study.
The study reveals that approximately 60 per cent of the firms with
significant exchange risk exposure benefited, and 40 per cent lost, with a
depreciation of the dollar. It is also found that the exchange rate factor is less
important in explaining the industry portfolios.
Prasad and Rajan (1995) investigated the impact of exchange rate
fluctuation on equity valuation in Germany, Japan, the United Kingdom and
the United States. They also evaluated the existence of exchange risk premia
in these four markets. For the empirical analysis, monthly data on United
States (US) stocks were collected from the Centre for Research in Security
Prices (CRSP) tapes and the data for other countries came from the Morgan
Stanley Capital International Perspective for the period from January 1981 to
December 1989. The exchange rate variable is defined as the home currency
value of one unit of foreign currency, where foreign currency is defined as a
trade - weighted basket of 16 currencies. The basket of currencies was derived
using 1981 trade weights computed by the International Monetary Fund using
the Multilateral Exchange Rate Model (MERM). The exchange risk exposure
coefficients are estimated using the Seemingly Unrelated Regression (SUR)
procedure. The pricing coefficients were estimated jointly with the sensitivity
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coefficients using the iterated non linear seemingly unrelated (ITNLSUR)
procedure.
The study finds evidence of exchange rate risk sensitivity in each of the
four markets to varying degrees, with the German and the United States (US)
markets yielding a maximum number of industries with significant exchange
rate exposure. Export-oriented industries gaining from a depreciation of the
home currency and import-dominated industries gaining from an appreciation
for the home currency.
Bartov et a1 (1996) attempted to reveal the relation between exchange
rate variability and stock return volatility for United States (US) multinational
f m . Tests cover two five-year periods i.e., five years of fixed rates prior to
the break-down of the Bretton Woods system (1966-1970) and first five years
following the anival of fluctuating exchange rates (1973-1977). For the
empirical analysis, a sample of 109 firms with foreign operations was
identified. Monthly return data of all firms were collected from the Centre
for Research in Security Prices (CRSP) New York Stock Exchange
OJYSE) or American Stock Exchange (AMEX), Monthly Returns and Master
File. The exchange rate index is a weighted index of the United States dollar
against the other G-7 countries, and it was collected from the Multilateral
Exchange Rate Model (MERM) of the International Monetary Fund (IMF).
Chi-squared test statistic was employed to evaluate the significance of the
change in stock return variance for each sample across the two periods.
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Further, regression technique has been adopted for the purpose of estimating
monthly return to f m .
The analysis confirms that the increase in total stock return volatility
for multinational finns is significantly larger than that of other firms. The
result also supports the weak existing empirical evidence that exchange rates
play an important role in the stock price behaviour of United States (US)
multinational firms.
Chamberlain et a1 (1997) examined the foreign exchange exposure of a
sample of United States (US) and Japanese banking firms. In constructing the
United States (US) sample, both daily and monthly stock returns of thirty bank
holding companies that were traded over the entire sample period from 1986
to 1992 on the New York Stock Exchange (NYSE) or the American Stock
Exchange (AMEX) were selected from the Centre for Research in Security
Prices (CRSP). For Japanese bank samples, monthly observations of the
largest 110 Japanese bank returns were collected from Worldscope data, and
daily bank retwns were considered from extel Research data. The authors
estimated the sensitivity of returns to the exchange rate in the context of an
augmented market model.
The analysis reveals that the stock returns of approximately one-third of
thirty large United States (US) bank holding companies appear to be sensitive
to exchange rate changes. Whereas few Japanese bank return, appear to be
sensitive to exchange rate changes. The authors leave the causes for the
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difference between the exchange rate sensitivities of Japanese and United
States (US) banking firms to the h r e research.
Mookcjee and Yu (1997) tested for the presence of informational
inefficiencies in the Singapore stock market using a subset of macroeconomic
variables, including nominal exchange rates, which are pertinent in the context
of a small open economy. All monthly data used in the study were from
October 1984 through April 1993. Tests of nonstationarity have been
conducted using both the Augmented Dickey Fuller (ADF) and KPSS test
statistics. The authors employed the techniques of cointegration, causality and
forecasting equations to explore the nexus between Singapore stock returns
and its four macro variables.
The study found that exchange rates do not exhibit a long run
equilibrium relationship with stock prices. Tests of causality and forecasting
equations yield different results. While the causality test approach has
revealed market efficiency with respect to exchange rates, the forecasting
equation approach has demonstrated market inefficiency. Hence, the analysis
concluded that the results based on only one or the other approach should be
viewed with caution.
A ~ ~ O N O U ~ et al (1998) investigated the behaviour of the equity market
risk premium for the London Stock Exchange prior to and during Sterling
membership of the Exchange Rate Mechanism (ERM). The authors have used
monthly data from January 1980 to August 1993 for both the macroeconomic
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variables and the individual security returns on the 69 companies traded on the
London Stock Exchange. All necessary information, including the Pound
SterlingDeutsch Mark (£DM) exchange rate were collected from the
Datastream database. The Arbitrage Pricing Theory (APT) was used as the
model of the equity risk premium for empirical analysis.
The authors observed that the membership of the Exchange Rate
Mechanism (ERM) and the resultant increased convergence between Britain
and the other member states were beneficial to the United Kingdom with a
reduction in both the exchange rate risk premium and the total equity market
risk premium. The study conveys the importance of a policy of convergence
and exchange rate stability maintained through a fixed exchange rate regime in
terms of a reduction in uncertainty. Experience of United Kingdom prior to
and during sterling membership of the European Exchange Rate Mechanism
(ERM) clearly reveals the above idea.
Malliaropulos (I 998) investigated the link between international stock
return differentials relative to the United States and deviation from relative
Purchasing Power Parity. The end-of-quarter stock indices for the G5
countries and nominal United States dollar exchange rate, from
DATASTREAM, and consumer price indices from the Organisation for
Economic Co-operation and Development (OECD) Quarterly National
Accounts database were collected for a period from the first quarter of 1973 to
the third quarter of 1992. In order to account for the endogeneity of the
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regressor and small sample bias in the context of regression with overlapping
observations, the author has estimated sampling distribution of slope
coefficients and t-statistics using a distribution - free bootstrap technique
based on the Vector Auto Regressive (VAR) model.
The empirical results indicate that there is strong evidence of a negative
relationship between international stock return differential, and changes in the
real exchange rate for France and weaker evidence for Japan and United
Kingdom. The practical implication is that long-horizon return of United
States equity funds are likely to out perform comparable funds in other
countries when the dollar is overvalued relative to Purchasing Power Parity.
Morley and Pentecost (1998) enunciated the relationship between the
foreign exchange risk premium and excess returns in the national and foreign
equity markets in G-7 countries using both the United States dollar and the
United Kingdom pound as base currencies. All monthly time series data on
exchange rates for the period January 1982 to January 1994 were extracted
from Datastream database. Bilateral exchange rates are all measured against
the United States dollar and taken from International Financial Statistics.
Share prices of all the G-7 countries were taken from the corresponding stock
market indices for the same period. Analysis has been canied out by using the
cointegration methodology with an Error Correction Model (ECM) fimework
to capture the timeseries dynamics. Seemingly Unrelated Regression (SUR)
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system estimation approach of Zellner (1962) was also used to improve the
efficiency of the estimated short-mn parameters.
The results show that in equilibrium, the foreign exchange market risk
premium is positively related to the domestic excepted equity premium and
negatively related to the foreign equity premium for all countries against both
exchange rates.
Vansconcellos and Kish (1998) analysed the influence of
macroeconomic variables, including the exchange rates on the number and
direction of cross-border acquisition between firms in the United States and
each of four European Countries, namely, Germany, Italy, the United
Kingdom and France. The data for the dependent variable and the explanatory
variables were obtained on a quarterly basis from 1982 through 1994. The
number of completed acquisitions was obtained from the several issues of
'Mergers and Acquisitions'. The data for exchange rates were downloaded
from the Datastream database. The logit model and the ordinary least squares
(OLS) regression are used to analyse select factors affecting cross-border
merger.
The study reveals the importance of exchange rate as a significant
explanatory variable of acquisitions for the fmt three countries except France.
A strong United States dollar may persuade firm to acquire a foreign firm
because the initial acquisition price is favourable when measured in dollar
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terms in a net present value calculation. The authors conclude underlining the
role of exchange rate as a predictor of @ends in acquisition.
Wetmon and Brick (1998) made an attempt to estimate various risk
components of commercial bank stock returns. They argue that over time, the
relative significance of interest rate risk has given way to foreign exchange
risk and more recently to the basis risk. For the empirical analysis weekly
stock return data of a sample of 66 commercial banks for the period January 1,
1986 through June 30, 1995 were collected from Standard and Poor's Daily
Stock Price Record. Foreign exchange risk was proxied by the index of
weighted average exchange value of a dollar against ten currencies. For this
purpose monthly reported data published by the Federal Reserve Bulletin were
interpolated to generate weekly data. To get the explanatory power of different
variables including the exchange rate, an equation was estimated using
ordinary least square (OLS).
The results of the study appear quite interesting. All commercial banks
showed significant interest rate sensitivity before October 20, 1987. After
October 20, interest rate sensitivity gave way to foreign exchange risk
sensitivity. Between November 27, 1989 and January 7, 1991, foreign
exchange risk increased for all the banks. The authors concluded emphasising
the importance of significant basis risk component after June 10, 1994 for all
banks.
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Bodart and Reding (1999) examined the behaviour of domestic daily
returns on bond and stock markets with the objective of identifying whether
there exist significant differences in the patterns of volatilities and
international correlations between European Exchange Rate Mechanism
(ERM) and non- European Exchange Rate Mechanism (ERM) countries. For
the empirical analysis countries were divided into two groups. The first group
is composed of hardcore European Monetary Systems (EMS) countries
(Germany, France and Belgium) which have maintained a fixed bilateral
exchange rate during the whole sample period; the other set includes 'drop-out
countries' (Italy, the Unitrd Kingdom and Sweeden) which abandoned the peg
with the Deutschmark (DEM) in fall 1992 and which have been on a float
thereafter. All necessary information came ffom Datastream, stock prices were
obtained from the six different indices. All prices and exchange rates are daily
closing prices and are expressed in domestic currency. Data were collected
over the period from January 2, 1989 to December 19, 1994. Estimates of
conditional variances were obtained by estimating over the whole sample
period a univariate Generalised Autoregressive Conditional Heteroskedasticity
(1,l) model for each series of daily returns. The extent to which changes in the
exchange rate regime affect the conditional international correlations among
asset markets also has been analysed.
The analysis failed to detect a marked linkage between the pattern of
volatilities on the stock market and the exchange market. However, the degree
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of exchange rate variability exerts an influence on international bond and
stock correlations.
Ding et a1 (1999) used transaction data for the Kuala Lumpur Stock
Exchange (KLSE) and the Stock Exchange of Singapore (SES) for a major
Malaysian conglomerate, Sime Darby Berhad, and intraday exchange rate data
to examine whether to what extent each exchange contributes to price
discovery. The Stock Exchange of Singapore transaction &ta were down-
loaded from a United States commercial vendor. The Kuala Lumpur Stock
Exchange transaction data of Sime Darby Berhad were obtained for the period
from May 22, 1996 to July 17 1996. Data on Singapore dollar / Malaysian
ringgit exchange rates at four times during the trading day have been collected
from a brokerage firm. To test the presence of a unit root in the individual
series the augmented Dickey Fuller (1981) test was employed. The reduced
rank regression procedure of Johansen (1988) was also employed to test for
possible cointegration.
The empirical results reveal that the price series of stock exchange and
exchange rate for both Malaysian and Singapore are cointegrated. Arbihage
opportunities that appear to be present using unadjusted price series are
adjusted for exchange rates.
Doukas et a1 (1999) examined whether exchange rate risk is priced in
the equity market of Japan. Monthly time series of stock returns for 1079
Japanese firms traded on the Tokyo Stock Exchange for the period kom
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January 1975 to December 1995 have been used in the study. Return data was
obtained from Worldscope, 1996, Datastream, and the Pacific Basin Capital
Market (PACAP) Database. The Stopford Dictionary of Multinations was used
to determine firms multinational status. The end-of-month exchange rate for
the Japanse Yen against the United States dollar (bilateral) and a real, moving,
trade-weighted exchange rate (multilateral) published by the Bank of England
were retrieved from Datastream. Both factors - sensitivities and risk premia -
were estimated using the Iterated Nonlinear Seemingly Unrelated Regression
Equation (INSURE) procedure.
The tests reveal that the foreign exchange risk premium is a significant
component of Japanse stock returns. The currency-risk exposure commands a
significant risk premium for multinationals and high - exporting Japanese
firms, whereas it is less in case of low - exporting and domestic firms.
Kwon and Shin (1999) examined the cointegration and causality
between macroeconomic variables, including the exchange rate, and stock
market returns in Korea. The data for the analysis were from monthly stock
prices of the value-weighted Korea composite Stock Prices lndex (KOSPI)
and small size stock price index (SMLS) for the period from January 1980 to
December 1992 (156 monthly observations), and these date information were
collected from various issues of the securities statistics yearbook. The stock
prices are the closing prices of the last trading day in each month. The macro
economic variables considered for the analysis are monthly data for the same
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~eriod collected from various issues of the monthly Bulletin published by the
Bank of Korea. The Augumented Dickey Fuller (ADF) test was employed to
test the unit root hypothesis. The Vector El~or Correction Model (VECM) was
employed to test the presence of cointegration between the variables.
The analysis concluded that a set of variables are cointegrated with
stock market indexes, even though there is no cointegration between stock
prices indexes and any macroeconomic variables. The study also reveals that
the past changes in exchange rate significantly affect current changes in Korea
composite Stock Prices Index (KOSPI).
Friberg and Nydahl (1999) examined the exchange rate exposure of
national stock markets. The authors have investigated the relationship
between the valuation of the stock market and a trade weighted exchange rate
index for 11 industrialized countries. For the analysis, monthly data for the
period 1973-1996 were considered. The Morgan-Stanley stock market indexes
and world market index were from Morgan-Stanley. Data on nominal
exchange rates and local stock market data were collected from the Ecowin
database. The analysis is carried out using an ordinary least squares (OLS)
regression.
The study has established a positive relationship between stock market
exposure to exchange rates and the openness of a country for 11 industrialized
countries in the post Bretton-Woods period. It is also revealed that the more
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open the economy, the stronger is the relationship between return on the stock
market and the exchange rate.
Amain and Hook (2000) investigated the relationship between the
exchange rate of Malaysian ringgit in t e n s of United States dollar and stock
prices in Kuala Lumpur Stock Exchange (KLES) using the single-index and
multi-index models. The authors have used 256 weekly closing stock price
indices and the Malaysian RinggitrUnited States Dollar (RM/US$) exchange
rate spanning from September 1993 to July 1998. The data were collected
from the Daily Diary published by Kuala Lumpur Stock Exchange (KLSE).
The study period was divided as a cycle of a strong ringgit (September, 93-
January, 97) and a cycle covering a weak ringgit (July, 97-July, 98). Besides
an ordinary least square (OLS) method was cmployed to identify the
relationship between stock prices and exchange rate.
The results of the study indicate no significant relationship between the
exchange rate and the Kuala Lumpur Stock Exchange (KLSE) stocks during
strong ringgit period. But for the weak ringgit period a weak relationship exist
between the two.
Choi and Kim (2000) empirically examined several major determinants
of American Depository Receipts (ADRs) and their underlying stock returns.
The end-of-week closing American Depository Receipts prices for the period
of 1990-1996 were obtained from the Centre for Research in Security Prices
(CRSP) database. To get the Morgan Stanley Capital International Perspective
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Index, exchange rates and underlying stock prices, the Datastream database
also has been employed. In order to examine the behaviour of American
Depository Receipts and the underlying stock returns overtime, the total
period was divided into two subperiods. They are: (i) 1990-1993, and (ii)
1994-1996. The effect of changes in exchange rate on American Depository
Receipts returns was examined using the regression technique.
The analysis reveals that the behaviour of the American Depository
Receipts can be explained better using the exchange rates. By and large,
exchange rate shows a significant negative correlation with American
Depository Receipts returns. The authors concluded by observing that the
United States investors are discouraged about investing in American
Depository Receipts, when the dollar is strong. This is due to the fact that
weak foreign local markets with the strong dollar may adversely affect local
firms issuing American Depository Receipts. The strong dollar reflects a
sound United States economy, and United States investors have less incentive
to invest in American Depository Receipts, especially when the value of
foreign firms denominated in the United States dollar declines.
Gao (2000) attempted to examine the effects of unexpected exchange
rate movements on the stock returns of United States multinationals. For the
empirical analysis monthly returns on individual stocks traded in the New
York Stock Exchange or American Stock Exchange over the period from
111988 to 911993 were selected from the Centre for Research in Security
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Prices (CRSP) 1993 Master File. Monthly Standard and Poors 500 stock index
returns were used for the market portfolio returns. Exchange rates between the
dollar and foreign currencies came ffom the National Trade Data Bank. For
each industry, the exchange rate used in the estimations is a detrended log
export weighted exchange rate. The or- least square method was adopted
for estimation purpose. Levinsohn and Mackne - Mason's two stage
estimation procedure was also employed because of the biased and
inconsistent estimates of the one-step method.
The empirical study suggests that the stock market correctly reveals the
profitability effects of unanticipated exchange rate changes. A depreciation
shock of the United States dollar has significant positive effects on the
abnormal retwns on the stocks of the multinationals where as, an appreciation
causes a negative returns of the stocks.
lorio and Faff (2000) enquired the foreign exchange exposure of the
Australian equities market, being one of the most established markets in the
Asia-Pacific. The data employed were continuously compounded daily and
monthly returns on 24 Australian industry indices, and it was obtained from
Datastream database. The period of the analysis involves 2280 (108) daily
(monthly) observations from January 1988 to December 1996. The exchange
rate factor's return was based on Australian dollarNnited States dollar
exchange rate. For the empirical analysis, an augmented market model which
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consists of the return on the market index and the return on the exchange rate
factor as independent variable has been tested.
The study reveals that while employing daily data, there is some
evidence of significant exchange rate exposure of the predicted signs in nine
industries. As far as the monthly data is concerned, results are found less
encouraging.
Kearney (2000) enquires how volatility is transmitted to national stock
markets from their international counterparts as well as from domestic
business - cycle variables. The author has used low - frequency data
consisting of end monthly observations on stock market indices for five
counmes (Britain, France, Germany, Japan and the United States) over the
period from July 1973 to December 1994. The stock market indices employed
in the study are The Financial Times All Share Index (FTSE), the Paris
General index, the Frankfiu-t index, the Nikkes 225 index and the Dow Jones
30 composite index. The indices are converted into United States dollar at the
prevailing end of month spot bilateral exchange rates taken on the last stock
market trading day. All data have been extracted from the Datastream
International Database. The time series propemes of the data were examined
by employing Dickey - Fuller and Phillips - P m n tests. The Johansen
multivariate cointegration technique and error correction model (ECM) was
considered for examining the nexus between the two. Besides, the volatility
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transfer between the World, European, and J a p d n i t e d States stock markets
was estimated by employing the generalised least squares (GLS) method.
The study reveals that the national stock market indices are multivariate
cointegrated with their domestic business cycle variables. Britain is found
more volatile to the exchange rate and United States has the lowest volatility.
Penttinen (2000) analysed the devaluation risk related peso problem in
stock retums. The author aims at providing a rational explanation for the
longer non-random negative trend in the Finnish stock market in the 1989-
1992 period. For the empirical analysis, daily data were collected from the
Helsinki stock exchange. Data on Finnish Markka came from the Bank of
Finland. The author has used cross-sectional regression analysis on the
individual firm level.
The analysis reveals that the seemingly anomalous negative trend in the
Finnish stock market from June 1989 to the devaluation of the Finnish markka
(FIM) in November 1991. It was partially caused by devaluation-risk-related
peso problem in individual stocks.
Tai (2000) investigated the role of exchange rate risk in pricing a
sample of the United States commercial bank stocks by estimating and testing
a three-factors model under both unconditional and conditional framework.
The author has taken weekly sample of 31 commercial bank stock, traded on
the New York and American stock exchanges. Then it was divided into three
groups namely, the money Center bank, the large bank and the regional bank.
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The world market risk was measured as the United States dollar return of the
Morgan Stanley Capital International (MSCI) world equity market in excess of
7-day eurodollar deposit rate the exchange rate risk was measured as the log
first difference in the trade - weighted United States dollar price of the
currencies of 10 industrialised countries. All the data were obtained from
DATASTREAM. The empirical estimation and testing were conducted by
using three econometric methodologies, namely, Nonlinear Seemingly
unrelated Regression (NLSUR) via, Hansen's Generalised Method of Moment
(GMM), Pricing Kernel approach and the multivariate Generalised
Autoregressive Conditional Heteroskedasticity in mean (MGARCH-M)
model. The pricing kernel approach reveals a strong evidence of exchange rate
risk in both large bank and regional bank stocks. For the regional banks world
market risk was also found positive. Finally, estimation based on the
multivariate Generalised Autoregressive Conditional Heteroskedasticity in
mean (MGARCH-M) approach shows strong evidence of time - varying
exchange rate risk prernia and weak evidence of time varying market risk
premiam for all three bank portfolios.
Koch and Saporoschenko (2001) examined the sensitivity of individual
and portfolio stock returns for Japanese horizontal Keiretsu financial firms to
unanticipated changes in market returns, bond returns, exchange rate changes
and nominal interest rate spread changes. For the empirical analysis, weekly
stock returns from January 14, 1986 through December 29, 1992 were
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collected. Weekly traded weighted yen exchange rate return innovation was
estimated using data from the JP Morgan economic department for the same
period. Generalised Autoregressive Conditional Heteroskedasticity (GARCH)
model has been employed to examine the stock return sensitivity of Japanese
horizontal Keiretsu financial firms to exchange rates. The results indicate that
Keiretsn financial fums have insignificant exposure to exchange rate changes.
Nagayasu (2001) analysed empirically the Asian fmancial crisis by
using high - frequency data of exchange rates and stock indices of the
Phillippines and Thailand. Daily data on benchmark stock indices and
exchange rates covering the period from 11-15-1996 to 12-31-1998 were
obtained from the Bloombery dataset. To analyse the relationship between
exchange rates and stock indices, the author focused on causality among these
variables using the method developed by Granger (1969). The robustness of
findings was examined using the threshold auto-regression. The Granger non
causality test in two subsets of data has been conducted in order to take into
account a possible regime shift.
The analysis shows the importance of the banking and financial sector
in explaining the Asian crisis. The result from the threshold method provide
evidence for a negative relationship between the exchange rate and the stock
indices i.e. a fall in stock prices is associated with currency depreciation. This
paper also identifies contagion effect running from Thailand to Philippines.
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Nieh and Lee (2001) explored the dynamic relationship between the
stock prices and the exchange rates, for each G-7 countries. The data were
collected from Dow Jones News1 Retrieval provided by Dow Jones, Inc, for
the sample period from October 1, 1993 to February IS, 1996, of daily closing
stock market indices and foreign exchange rates. To test stationarity of the
data authors have employed the Augmented Dicky Fuller and the multiple -
unit - root test suggested by Dickely and Pantula respectively. They adopted
the cointegration test to avoid the spurious regression problem. For which
Engle and Granger two - step methodology and Johansen Multivariate
Maximum Likelyhood cointegration test were also conducted. To capture both
the short - run dynamic and the long-run equilibrium relationship Vectors
Error Correction model (VECM) was also employed.
The findings reject any long-run significant relation between stock
prices and exchange rates. But one day's significant shorterm relationship has
been found in certain G-7 countries. Analysis also reveals that the difference
in the results among G-7 countries might be due to the influence of many other
country specific factors in addition to the two financial assets.
Sadorsky (2001) studied the stock returns of Canadian oil and gas
industry using a multi-factors market model which allows for several risk
premiums including that of the exchange rates. The data collected for the
study are on monthly basis and they cover the period From April 1983 to April
1999. All economic data were obtained from the Statistics Canada economic
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database. Oil price shares are measured using the Toronto Stock Exchange oil
and gas index. The monthly United States dollar i Canada dollar exchange
rates also have been collected for the analysis. Both the Dickey Fuller (1979)
and the Phillips and Person (1988) tests were employed to test the stationarity
of the data. Standard error for the parameter estimates were computed using
the Newey and West heteroskedasticity and autocolrelation coefficient
consistent covariance matrix.
The author indicates that oil and gas stock returns are sensitive to
several risk factors including the exchange rate. It has also been found that an
increase in exchange rate decreases the return to Canadian oil and gas stock
prices. Hedging exchange rate risk will allow the oil and gas industry more
flexibility through better management of cash flow.
Wu (2001) investigated macroeconomic exposure including the
exchange rate, of a major Asian Stock index namely, the Straits Times
Industrial Index (STII) of Singapore. The study was conducted for both the
1997-98 Asian financial crisis and the pre-crisis periods. The authors
employed monetary approach to analyze the asymmetric asset-price
movements (exchange rate and stock prices) in Singapore, a small open
economy with managed exchange rate targeting. The Primask Datastream
provided the data on the bilateral Singapore dollar exchange rate vis-a-vis its
major trade partner's currencies, with the data ranging from January 22, 1990
to December 12, 1997. The distributed lag model and the Vector
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~utoregression (VAR) approach have been employed to analyze the
macroeconomic exposure.
Analysis reveals that monetary policy does not play a significant role in
such a small economy with exchange rate targeting. But fiscal revenue as well
as fiscal expenditure exerts positive influence on the Straits Times Industrial
Index (STII). It is also found that the Singapore dollar exchange rates vis-a-vis
the developed countries' currencies are negatively related with the Straits
Times Industrial Index (STII) both before and during the 1997-1998 crisis
period, whereas the exchange rate in relation to the Malaysian ringgit is
positively related to the Straits Times Industrial Index (STII).
Baharumshah et a1 (2002) tested an augmented monetary model that
includes the effect of stock prices on the bilateral exchange rates. The model
was employed to the ringgit 1 United States dollar (RM/USD) and ringgit 1
Japanese yen (RMIJY) exchange rate. The quarterly data on exchange rates as
well as the macroeconomic variables were collected for a period from the first
quarter of 1976 to the last quarter of 1996. The stock market is represented by
the main stock index. The exchange rates were obtained h m the International
Monetary Fund's International Financial Statistics (IFS) and Malaysia is
regarded as the home country. Stock indices were from Morgan Stanley
Capital International. All the variables apart from interest rates are expressed
in logarithmic differentials. The standard Augmented Dickey - Fuller and
Phillips - Pelron tests were employed to test for the order of integration of all
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the series. The Johansen (1988) maximum likelihood technique was also used
to test for long-run cointegration.
The empirical fmdings reveal that the equity market is significant in
affecting the exchange rate and in explaining at least in part the parameter
instability evidenced in the cointegrating system. The authors conclude that
models of equilibrium exchange rate should be extended to include equity
markets, in addition to bond markets.
Chang (2002) attempted to investigate industry - level currency risk of
Taiwan's stock market around the Asian financial crisis. By dollar value of
transaction, the Taiwan stock market is ranked third in the world. The data
used in this study consists of daily New Taiwan Dollar (NTD)Nnited States
Dollar (USD) bilateral exchange rates, trade weighted effective New Taiwan
Dollar (NTD) rates and industry level stock indexes h m 1 January, 1996 to
31 October, 1998. The bilateral New Taiwan DollarNnited States Dollar
(NTDNSD) exchange rates quoted by the Bank of Taiwan were retrieved
from the Taiwan Economic Journal. The trade weighted effective New Taiwan
Dollar, calculated from the exchange rates of 17 countries was considered
from the Council for Economic Planning and Development. The daily stock
returns retrieved from the Taiwan Economic J o d consist of f m listed in
the Taiwan Stock Exchange (TSE) and over-the counter (OTC) securities
exchange. The impact of exchange rate exposure on index returns was
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discussed using a Generalised Autoregressive Conditional Heteroskedasticity
(GARCH) regression framework.
The analysis reveals that over 50 per cent of industries have statistically
significant currency exposure over the entire sample period, when bilateral
New Taiwan Dollar (NTD)Nnited States Dollar (USD) exchange rates were
used as currency risk factors. The author concludes by pointing out that
exchange rate risk is less for larger firms than for smaller firms.
Chen and So (2002) examined the effect of Asian financial crisis on the
sensitivity of United States multinational f m s to United States stock market.
The companies have been divided into sample group and control group. The
sample group was comprised of multinational firms with sales in Asia -
Pacific region and control group was comprised of multinational firms with
overseas sales outside Asia-Pacific region. The study period was from January
1996 to December 1998. This was again divided into the subperiod of 1%
years before and afier crisis. Weekly data on exchange rate between the
United States dollar and foreign currencies have been collected from the
DATASTREAM. The annual measures of foreign sales and foreign assets for
each sampled company were collected from the COMPUSTAT data base.
Weekly return on individual stocks of the firm in the sample group and the
market portfolio were also obtained from the DATASTREAM. Finns in the
control group also came from the COMPUSTAT data base. A continuous
weekly stock return index of control f m were also collected from the
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DATASTREM. The authors tested the difference in stock return variance
between the two sub-periods, by employing the X2 statistic. They also
performed a non parametric Wilcoxon Signed - rank test and compared the
median of stock return variance across the two sub-periods. The model
employed for the analysis was based on the Capital Asset Pricing Model
(CAPM).
The study found that the variance of stock returns for the sample firms
increased dramatically during the second subperiod when the exchange rates
of Asian currencies were unusually volatile. The variance of the control firms
was not dramatic as that of the sample firms. It again reveals that United
States multinational firms with sales in Asia - Pacific region showed a
significant increase in market risk corresponding to the increase in exchange
rate variability across the two sub-periods before and after the Asian financial
crisis.
Iorio and Faff (2002) examined the pricing of foreign exchange risk in
the Australian equities market. The period of study was from 1 January 1988
to 30 September 1998. The authors have employed both daily and monthly
returns data. For the daily analysis 2723 observations were used. whereas 128
observations were analysed for the monthly returns. All data were obtained
from DATASTREAM. To test the stationarity of the data employed,
Augmented Dickey Fuller (ADF) testing procedure was applied. Phillips -
Perron (PP) test was also used to test the robustness of the results. In addition
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to this a basis two factor 'market and exchange rate' asset pricing model, a
'zero-beta' version of the two-factor model and an orthogonalised two-factor
model were also employed to examine the objective.
The analysis shows that foreign exchange risk is priced for the full
sample period 1988-1998. It is also revealed that foreign exchange risk is
more prominent in the two sub periods viz; 1990-1 993 and 1997-1 998. In
these two periods both the Australian economy and the Australian dollar were
relatively weak and uncertain.
Patro et a1 (2002) studied the significance as well as the determinants of
foreign exchange risk exposure for equity index returns of 16 Organisation for
Economic Co-operation and Development (OECD) countries. Weekly
observations of equity index prices were obtained from Morgan Stanley
Capital International (MSCI) for 16 Economic Co-operation and Development
(OECD) countries. Sample on returns starts in January 1980 and covers up to
December 1997 for a period of 18 years. Weekly dollar exchange rates for
these countries were obtained from the Federal Reserve Board for the same
period. A generalised autoregressive conditional heteroskedasticity (GARCH)
specification was used to find the significant time - varying foreign exchange
risk exposure. A generalised least square (GLS) regression has been employed
to examine the impact of exchange rate betas on specific macro economic
variables. To improve estimation efficiency, data for all 16 countries were
pooled and ran a panel regression.
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The analysis reveals a significant time-varying currency betas for
country equity index returns. It has also been found that the exchange rate risk
exposures are related to a country's macroeconomic aggregates.
Wongbanpo and Sharma (2002) investigated the interdependence
between stock market, and fundamental macroeconomic factors including the
exchange rate, in Association of South East Asian Nations-5 (ASEAN-5)
countries i.e. Indonesia, Malaysia, Philippines, Singapore and Thailand. The
authors have collected monthly data from 1985 to 1996 from the World Stock
Exchange Fact Book, Datastream, and the June 1999 volume of International
Financial Statistics. All series were transformed into natural logs prior to the
empirical analysis. To test the stationarity of each of the series Dickey -
Fuller, Augmented Dickey - Fuller (ADF) and Philips and Pewon tests were
employed. Besides, they also employed the maximum likelihood based hmax
and ktrace statistics introduced by Johansen (1988, 1991) and Johansen and
Juselius (1990) to test the number of significant cointegrating vectors. The
likelihood tests were done to determine the lag length of the vector auto
regressive system. The study found that the effect of exchange rate is positive
in Indonesia, Malaysia and Philippines, and it is negative in Singapore and
Thailand.
Abid et a1 (2003) tested for evidence of contagion between the stock
markets of eleven Asian countries as an important cause for the spread of the
Asian crisis. They also examined cross - country co-movement among the
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rates of returns of cmency markets and stock markets. Weekly data on stmk
returns of United States and eleven Asian stock markets were drawn kom the
~nternational Financial Corporation (IFC) database published in the 'Financial
Times' for the period from 1 September 1989 to 29 October 1999. Data on
weekly foreign exchange rate of returns for Asian currencies against the
United States dollar were available on the OANDA database, published on
internet, for the period from January 1, 1990 to October 29, 1999. An
empirical analysis has been carried for the entire period and for the two sub-
periods i.e. the sub-period before the Asian crisis and the sub-period during
and after the Asian crisis, by using the univariate Generalised Autoregressive
Conditional Heteroskedasticity (1, 1) model to study the conditional volatility
time varying in financial and foreign exchange market.
The authors fmd evidence of an increased level of co-movements in
cross-counby excess return in the sub-period that encompassed and followed
the Asian crisis as compared to before the crisis. The findings also underline
the presence of cross-border contagion in both currency and equity market.
Bailey et a1 (2003) tested the impact of switching between silver, gold
and paper money standards on stock returns from seven small open
economics. The sample was collected for a period from December 1872 to
November 1941. End of month stock prices were collected ftom principal
national, colonial or metropolitan news papers. The authors have translated all
stock prices into pounds using end-of-month exchange rate, and then its log
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differences were also computed. To perform three diagnostic tests Engle and
Ng Generalised Autoregressive Conditional Heteroskedasticity (GARCH)
specification was used.
The analysis reveals that the paper money regimes are more likely to be
associated with heightened stock market volatility and correlation between
stock indexes. Under the traditional silver regime stock markets did not draw
closer. It is also found that correlations between index returns and China's
exchange rate weaken when China was on paper regime. This shows that
conditions and events beyond the currency system affect the variances and
correlations.
Bin et a1 (2003) considered the role of exchange rate as a pricing factor
for American Depository Receipts (ADRs). The sample of American
Depository Receipt consists of 125 issues grouped into 11 country specific
portfolios were obtained from the Internet Search engine provided on the Bank
of New York Depository Receipts Directory Website. Weekly returns of each
sample American Depository Receipts were collected from the centre for
Research in Security Prices (CRSP) data tape covering the span between 1
January 1990 and 31 December 2000. Weekly observations of foreign equity
market indices, bilateral spot exchange rates and United Stateslforeign money
market rates came from Datastream International. In order to value American
Depository Receipts portfolio, a modified version of the Arbitrage Pricing
Theory (APT) model formulated by Ross (1976) has been adopted. For the
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purpose of estimation the authors employed both Generalised Autoregressive
Conditional Heteroskedasticity (GARCH) and Seemingly Unrelated
Regression (SUR) models.
The study reveals the importance of foreign exchange rates as a
determining factor of American Depository Receipt pricing. Therefore, the
exchange rate risk premium matters in investment decisions involving
American Depository Receipts. It is also found that the outbreak of a foreign
financial crisis has a negative effect on the pricing behaviour of American
Depository Receipts originating in the country or region.
Johansen and Soenen (2003) investigated the factors that affect the
level of economic integration and stock market co movement between the
United States stock market and eight American equity markets, namely, of
Argentina, Brazil, Chile, Mexico, Canada, Colombia, Peru and Venezuela. For
the empirical analysis, Morgan Stanley Capital International's daily closing
stock index values were collected for all nine national equity markets. Data
were taken for the period 1988-1999, except for Colombia, Peru and
Venezuela, for which it was only available from 1993 to 1999. All other
necessary information including that of the exchange rate was obtained from
Datastream. The Geweke measures of feedback were estimated to analyse the
significance of factors affecting the level of economic integration and stock
market co movement.
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The authors observe that a higher share of international trade in terms
of exports and imports with the United States have a strong positive effect on
stock market co-movements between country pairs. Increased bilateral
exchange rate volatility in the United States relative to other countries
contributed to lower co movement.
Kiyrnaz (2003) investigated the foreign exchange exposure of firms
traded on the Istanbul Stock Exchange (ISE). The study period was from
January 1991 to December 1998. It was further divided into the pre-crisis
period from January 1991 to February 1994 and the post - crisis period from
May 1994 to December 1998. The author has taken a sample of 109 firms
from the Istanbul Stock Exchange for analysis. Based on the firms' industry
affiliation sub-samples were also constructed namely, chemical/petroleum,
food/beverage, machinery/ equipment, basic metal, non-metall cement, wood/
Paper products, textiles, financials and service 1 trade. The sample was again
classified based on the foreign involvement of the firms. To measure the
foreign exposure of firms a foreign exchange basket composed of 1 United
States Dollar and 0.77 European Currency Unit was constructed. The
exchange rate exposure has been estimated using a time series regression.
The analysis reveals that the firms are highly exposed to foreign
exchange risks. The level of exposure is more pronounced for the textile,
machinery I equipment, chemical / petroleum and financial industries and less
in the foodbeverage, service1 trade and non-metal / cement industries. It is
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also found that the post-crisis exposure tends to be lower than that of the p re
crisis period. This shows more attention given by the fums to the foreign
exchange exposure after the crisis.
Lin et al (2003) scrutinized the hypothesis that the euro has become a
major influence on international stock markets. All data used in the study were
weekly data between 1 January 1999 and 31 December 2002 and they are
collected from datastream. The Financial Times Stock Exchange (FTSE) 100
Index was used as a proxy for the London Stock Market. A technique of zero-
non-zero (ZNZ) patterned vector auto regressive modelling was employed to
examine the causal relation between the euro and the London Stock market
The findings indicate that movements in the euro are related to
movements in the London market. It is also observed that both a current shock
and a lagged shock to the euro's forex market impacts on the movements of
both local London stock market and forex market.
Shamsuddin and Kim (2003) attempted to study the extent of stock
market integration between Australia and its two leading trading partners, the
United States and Japan. In addition, this study determines whether the extent
and nature of stock market integration in the period of the post - Asian crisis
differs from that of the pre-Asian crisis. The data used in this study are the end
- of week closing stock price indexes for Australia, Japan and the United
States, and the Australian dollar value of the Japanese yen and United States
dollar. The national stock indexes used were the Standard and Poors 500
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composite index for the United States, the Tokyo Stock Price Index (TOPIX)
for Japan and the All Ordinaries Index (AOI) for Australia. The pre-Asian
crisis period covers two sub-periods i.e. from January 1991 to December 1993
and from January 1994 to July 1997. The post-Asian crisis period covers from
January 1998 to May 2001. All data were collected from Data stream.
Augmented Dickey Fuller (ADF) test for unit root was adopted to test the
stationary property of each variable. Co-integration technique was employed
to examine long-run co-movement of stock prices for Australia, Japan and the
US, and the Australian dollar value of the Japanese yen and US dollar. To
understand the dynamic linkages among national stock prices as well as the
interaction between stock prices and exchange rates, a Vector Error Correction
Model (VECM) was employed for two sub periods ,and Vector
Autoregressive (VAR) model in first difference was employed for the post-
Asian crisis period.
The authors concluded that there was a stable long-run relationship
among the Australian, United States and Japanese market prior to the Asian
crisis, but this relationship disappear during the post-Asian crisis period. It is
also found that following the Asian crisis, the influence of United States on the
Australian market diminished while the influence of Japan remained at a
modest level.
Bartram (2004) investigated the linear and nonlinear foreign exchange
rate exposure of German nonfinancial corporations. For the purpose of
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analysis the data on stock prices came from the Datastream International. The
exchange rates French Franc (FRF), Dutch Guilder (NLG), Italian Lira (ITL),
British Pound (GBP), United States Dollar (USD), Belgian Franc (BEF),
Swiss Franc (CHF), Australian schilling (ATS) and Japanese Yen (JPY) were
available from the Deutsche Bundesbank. For the empirical examination a
regression model was estimated.
The empirical evidence does not indicate that the economic foreign
exchange rate exposure is primarily driven by the currency of determination.
Firms with more international sales exhibit systematically larger and more
significant foreign exchange rate exposures.
Chen et a1 (2004) investigated the firm value sensitivity to exchange
rate fluctuation by focussing mainly on individual fums and also looked at the
differing rate of sensitivity between currencies. For the empirical analysis a
sample of 161 New Zealand Stock Exchange (NZSE) listed firms were
considered. Monthly share return indexes were obtained from the Global
Datastream database for the period from January 1993 to December 2000. The
New Zealand (NZ) dollar, trade - weighted Index (TWI), the exchange rates
for US dollar and Australian dollar were obtained from the web page of
Reserve Bank of New Zealand. The trade - weighted Index (TWI) is
calculated using the rates of the five currencies of New Zealand's five main
trading partners (Australian Dollar - 38 per cent, Japanese Yen - 24 per cent,
United States Dollar - 22 per cent, Great Britain Pound Sterling - 10 per cent
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and Euro - 6 per cent). Test was conducted using a residual regression model.
The cross sectional analysis was done by employing the multivariate
regression model.
The estimation results reveal strong evidence that exchange rate
movements affect the value of the listed New Zealand firms. It is also
observed that firms are on average positively related to the movement of the
United States dollar and negatively related to the movement of the Australian
dollar i.e. firms gain in value when the New Zealand dollar appreciates against
the United States dollar and depreciates against the Australian dollar.
Grammig et al (2004) examined exchange rates along with equity
quote's for 3 German firms from New York (NYSE) and Frankfurt (XETRA)
during overlapping trading hours to know where price discovery occurs and
how stock prices adjust to an exchange rate shock. The three German firms
considered for the study are Daimler - Chrysler (DCX), Deutsche Telecom
(DT) and SAP. Data were taken for the period from August 1 to October 3 1,
1999. The New York Stock Exchange (NYSE) quotes data were taken from
the TAQ set available from the New York Stock Exchange. The XETRA
quote data came from the Frankfurt Stock Exchange. Information on the
exchange rates is tick - by tick quotes on the dollar prices of the euro as
reported on the Reuters indicative quoting screen. This was obtained from
Osten and Associates, Zurich. Augmented Dickey - Fuller test was conducted
for stationarity. Johansen cointegration tests were performed for the presence
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of cointegrating vectors among the variables. The Schwan Information
Criterion (SIC) has been employed to identify the appropriate lag length. The
estimation precision was also assessed by employing the bootstrap method
suggested by Li and Maddala.
The study shows that price discovery occurs largely in the home
market. It is also revealed that exchange rate innovations have a large impact
on the New York (NYSE) price but a very small effect on the Frankfurt
(XETRA) price.
Priestley and Odegaard (2004) explored the pricing of exchange rate
risk while simultaneously analysing the effect of long swings in dollar on the
price of exchange rate risk. The authors used both the dollar Yen (JPY) and
dollar European Currency Unit (ECU) rates because of their large weights in
United States imports and exports. To capture the source of systematic risk in
the economy excess return on the aggregate United States stock market
portfolio and four macroeconomic factors such as the changes in industrial
production, the change in inflation, the term spread and the default spread
were also included. The monthly data on stock market return were collected
from Kenneth French. The data on macroeconomic factors were obtained from
the Federal Reserves. The period of study was from 1979 to 1990. To jointly
estimate the parameters of the asset pricing model a Nonlinear Seemingly
Unrelated Regression (NLSUR) framework was used.
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The study found that the Yen and European c ~ e n c y unit are both
priced and the prices of risk are different under different regimes. This is due
to the extent of export and import to the European Union and Japan. The
analysis again reveals the importance of the changes in exchange rate regimes
for the f m s . When the dollar appreciates, investors would b a n d a premium
to hold stocks of companies that are exporters. At the same time investors in
importing f m would be willing to pay premium to hold the stocks. This is
important from the point of view of risk management.
National-level Studies
Apte (1998) addressed the question of whether stock markets face
exchange rate risk. For the analysis main source of data was the Centre for
Monitoring Indian Economy (CMIE) corporate database which provided data
on individual stock prices as well as on the Sensitive Index (SENSEX). For
the exchange rate factor, data on nominal and real effective exchange rates
were obtained from the Reserve Bank of India bulletin. The period of study
was from May 1990 to May 1997. The empirical test was carried out using a
two factor model, for which an ordinary least squares (OLS) regression
techruque was employed.
The study reveals the presence of exchange rate risk as a systematic
risk factor over and above market risk for a number of Indian companies. The
main determinant of a firm's exchange rate exposure appears to be the
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importance of exports in its total turnover. Import intensity of its operation
also shows some influence but it is not statistically significant.
Jithendranathan et a1 (2000) attempted to evaluate the market
segmentation and its effect on the pricing of cross listed securities using Indian
Global Depository Receipts (GDRs). For the purpose of analysis the Skindia
Global Depository Receipts index as a market index proxy for the
performance of the Indian Global Depository Receipts, was collected for the
period from 1995 to 1998. This index consists of 18 actively traded Global
Depository Receipts. Monthly Global Depository Receipts dollar prices and
the premiums on the same were obtained from Skindra Finance Private, India.
Monthly Standard and Poors 500 index returns and Financial Times 100 Index
returns have also been used from the index values provided by Commodity
Systems. Both single index models and multi-factor models have been adopted
to test the effect of both domestic and foreign factors on the Global Depository
Receipts returns and the underlying security returns.
The authors observed that Global Depository Receipts index returns are
affected by both foreign and domestic factors, while the underlying Indian
securities are influenced only by domestic factors. It is also found that Global
Depository Receipts are priced at a premium over the exchange rate adjusted
prices of the underlying Indian securities.
Damele et al (2004) attempted to analyse the market integration based
on the stock market and the exchange market. For the analytical purpose the
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indices such as Bombay Stock Exchange Sensex, Bombay Stock Exchange
National and Nifiy have been adopted as the representative of Capital market.
The Rupee Dollar exchange rate was considered to see the movement in Forex
market. All these data were collected from the various issues of Economic
Times. The period of study was form 1991 to 2002. The empirical analysis
was carried out by using the techniques such as the coefticient of variance and
the regression analysis.
The empirical results about the price integration between stock prices
and exchange rates lead to the conclusion that there exists some degree of
price integration between these markets is India.
Conclusion
From the review of relevant literature, it is observed that for the last one
and a half decade, a number of studies have taken place to examine the
relationship between foreign exchange market and the stock market. Based on
the classification of empirical studies discussed earlier, it is found that most of
the studies are at the international level. In the international context, authors
such as Mao and Kao (1990), Jorion (1991) Bartov and Bodnar (1994), Choi
and Prasad (1995), Prasad and Rajan (1995), Bartov et. a1 (1996), Charnberlin
et. a1 (1997), Mookcrjee and Yu (1997), Antonious et. a1 (1998),
Malliaropulos (1998), Bodart and Reding (1999), Ding et. al (1999), Kwon
and Shin (1999), Choi and Kim (2000), Iorio and Faff (2000), Koch and
Saporoschenko (2001), Bailey et. a1 (2003), Chen et. al(2004) etc. empirically
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examined the inter-linkages between the foreign exchange market and the
stock market. Most of the studies show mixed results. Some studies have
found a significant positive relationship between stock prices and exchange
rates, while others have reported a significant negative relationship between
the variables.
Some of the studies like Solnik (1987) and Smith (1992) have reported
a significant positive relationship between the stock prices and the exchange
rates, while other studies such as Eun and Rensik (1988) have found a
significant negative relationship. At the same time, studies like Franck and
Young (1972) have revealed very weak association between stock prices and
the exchange rates.
In addition to the above studies, some other studies examined the
causation between the stock prices and the exchange rates. When studies such
as Morley and Pentecost (1998) have reported causation from exchange rates
to stock prices, other studies have found causation from stock prices to
exchange rates [eg: Ajayi and Mougoue (1996)J. On the other hand, Bahmani-
Oskooee and Sohrabian (1992) claimed bidirectional causation between stock
prices and exchange rates in the short run.
The earlier literature again reveals that majority of the studies are in the
context of developed economies. Not only that many of the empirical studies
are giving different and conflicting results also. Some studies found positive
effect of foreign exchange rate on stock prices, while some others are showing
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negative impact on it. It is also found that most of the studies have adopted
general stock market indexes for the analysis, instead of analysing the case of
firms or industries separately.
From the methodological point of view, the majority of the studies have
used one directional analysis. For this purpose authors have employed
econometric models such as ordinary least squares (OLS) and generalized
least squares (GLS). Only very few studies have examined the market
integration with reference to stock market and foreign exchange market.
Besides, much emphasis has not been given in the literature to examine the
inter-relationship between stock market and foreign exchange market. Not
only that, for the above purposes most of the authors have adopted methods
such as Granger Causality test, and it assumes that time series are stationary in
level, which can be highly restrictive for stock price or exchange rate time
series. But, the techniques such as Johansen's co-integration, Vector
Autoregressive model and Vector Error Correction models are underlining the
problem of non-stationary of the data with unit roots. The present study is an
earnest attempt in this direction.
Another important lacuna of the existing literature is that in the case of
India very few studies have taken place. The liberalisation and the
globalisation of 1990s in lndia again show the importance of a re-examination
of the linkages between foreign exchange market and the stock market.
Liberalized exchange rate system, opening up of the capital account for
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international investment, the advent of floating exchange rates, the
development of 24-hour screen based global trading, the increased use of
national currency outside the country, innovation in internationally traded
financial products, recent spurt in the Foreign Institutional Investments (FII),
and the introduction of American Depository Receipts (ADR) and Global
Depositors Receipts (GDRs) after 1992, are multiplying the relevance of .a
detailed analysis in the above mentioned direction in Indian context.
On the basis of the above observations, the present study attempts to
examine the validity of market integration with reference to foreign exchange
market and stock market and its inter-relationship in India. For a clear
understanding of the interrelationship between the exchange rates and the
stock prices study has been carried out both at the firms and at the industry
levels. In addition to this, for a meaningful comparison analysis has also been
carried out by employing the market index (BSE Sensex).